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Simulation data architecture for sustainable development

Published: 05 December 2010 Publication History

Abstract

Reducing costs, improving quality, shortening the time-to-market, and at the same time act and think sustainable are major challenges for manufacturing industries. To strive towards these objectives, discrete event simulation (DES) has proven to be an effective tool for production system decision support.
Large companies continuously log raw data, and are therefore able to collect large quantities of resource event information. However, usually it is difficult to reuse data for future DES projects. Thus, the aim of this paper is to describe how to facilitate data sharing between data sources and DES models.
A test implementation of a simulation data architecture has been realized. A data processing tool, a database and an interface were created, which provide reusable resource event data to pave the way for sustainable resource information in DES projects. The entirety data exchange is provided by standard XML documents following the latest Core Manufacturing Simulation Data recommendations.

References

[1]
Drath, R. (ed.). 2010. Datenaustausch in der Anlagenplanung mit AutomationML -- Integration von CAEX, PLCopen XML und COLLADA. Springer. Berlin.
[2]
Gallaher, M. P., A. C. O'Connor, J. John L. Dettbarn, and L. T. Gilday. 2004. Cost analysis of inadequate interoperability in the U.S. capital facilities industry. National Institute of Standards and Technology (NIST).
[3]
McLean, C. and S. Leong. 2001. The expanding role of simulation in future manufacturing. In Proceedings of the 2001 Winter Simulation Conference, ed. B. A. Peters, J. S. Smith, D. J. Medeiros, M. W. Rohrer, 1478--1486. Piscataway, New Jersey: Institute of Electrical and Electronics Engineers, Inc.
[4]
Heilala, J., S. Vatanen, H. Tonteri, J. Montonen, S. Lind, B. Johansson, and J. Stahre. 2008. Simulation-Based Sustainable manufacturing System Design. In Proceedings of the 2008 Winter Simulation Conference, eds. S. J. Mason, R. R. Hill, L. Mönch, O. Rose, T. Jefferson, J. W. Fowler, 1922--1930. Piscataway, New Jersey: Institute of Electrical and Electronics Engineers, Inc.
[5]
Johansson, M., S. Leong, Y. T. Lee, F. Riddick, G. Shao, B. Johansson, A. Skoogh, and P. Klingstam. 2007. A Test Implementation of the Core Manufacturing Simulation Data Specification. In Proceedings of the 2007 Winter Simulation Conference, eds. S. G. Henderson, B. Biller, M.-H Hsieh, J. Shortle, J. D. Tew, and R. R. Barton, 1673--1681. Piscataway, New Jersey: Institute of Electrical and Electronics Engineers, Inc.
[6]
Lee, Y. T., S. Leong, F. Riddick, M. Johansson, and B. Johansson. 2007. A Pilot Implementation of the Core Manufacturing Simulation Data Information Model. In: Proceedings of the Simulation Interoperability Standard Organization 2007 Fall Simulation Interoperability Workshop.
[7]
Lee, Y. T., and L. Yan. 2005. Data Exchange for Machine Shop Simulation. In Proceedings of the 2005 Winter Simulation Conference, eds. M. E. Kuhl, N. M. Steiger, F. B. Armstrong, and J. A. Joines. Piscataway, New Jersey: Institute of Electrical and Electronics Engineers, Inc.
[8]
Leong, S., Y. T. Lee, and F. Riddick. 2006. A Core Manufacturing Simulation Data Information Model for Manufacturing Applications. In: Proceedings of the Systems Interoperability Standards Organization Fall Simulation Interoperability Workshop.
[9]
Lind, S., Johansson, B., Stahre, S., Berlin, C., Fath, A., Heilala, J., Helin, K., Kiviranta, S., Krassi, B., Montonen, J., Tonteri, H., Vatanen, S. and Viitaniemi, J, 2009. SIMTER -- A Joint Simulation Tool for Production Development. VTT Working Paper 125. 49 p. Espoo.
[10]
Luo, Y., and Y. T. Lee. 2005. Application of Machine Shop Data Model in Manufacturing Simulation. In: MSV.
[11]
Mazhari, E. and Y.-J. Son. 2009. Inter-Operability of Manufacturing Applications in a Simulated Environment via CMSD Information Model. Systems and Industrial Engineering, The University of Arizona. Available via <http:/www.sie.arizona.edu/faculty/son/NIST3.html> {accessed May 21, 2010}.
[12]
Microsoft Office Access 2007. Available via <http://www.office.microsoft.com/> {accessed May 21, 2010}.
[13]
National Institute of Standards and Technology: NIST. Available via <http://www.nist.gov/> {accessed May 21, 2010}.
[14]
Riddick, F., and Y. T. Lee. 2008. Representing Layout Information in the CMSD Specification. In Proceedings of the 2008 Winter Simulation Conference, eds. S. J. Mason, R. R. Hill, L. Mönch, O. Rose, T. Jefferson, J. W. Fowler, 463--470. Piscataway, New Jersey: Institute of Electrical and Electronics Engineers, Inc.
[15]
Robertson, N., and T. Perera. 2002. Automated data collection for Simulation?. In: Simulation Practice and Theory, Volume 9 (2002), pp. 349--364.
[16]
SISO -- Simulation Interoperability Standards Organization, CMSD Product Development Group. 2010. Standard for: Core Manufacturing Simulation Data -- UML Model, April. 30, 2010. Available via <http://www.sisostds.org/index.php?tg=fileman&idx=list&id=49&gr=Y&path=Specifications>&id=49&gr=Y&path=Specifications>&gr=Y&path=Specifications>&path=Specifications>> {accessed May 21, 2010}.
[17]
Skoogh, A. 2009. Methods for Input Data Management -- Reducing the Time-Consumption in Discrete Event Simulation. Department of Product and Production Development. Division of Production Systems. Chalmers University of Technology, Göteborg, Sweden.
[18]
Skoogh, A., and B. Johansson. 2010. Mapping of time-consumption during input data management activities. Simulation News Europe. 19:2.
[19]
Skoogh, A., and B. Johansson. 2007. Time-consumption analysis of input data activities in discrete event simulation projects. In: Proceedings of the 2007 Swedish Production Symposium. Gothenburg, Sweden.
[20]
Strategic Vehicle Research and Innovation - Digital Factory Building Blocks. Chalmers University of Technology. Department of Product and Production Development. Available via <http://www.chalmers.se/ppd/SV/forskning/forskning-inom8036/pagaende-projekt/ffi-8211-digital-factory> {accessed May 21, 2010}.
[21]
The International Standard for Integration: ISA-95. Available via <http://www.isa-95.com/> {accessed May 21, 2010}.
[22]
World Wide Web Consortium: W3C 2008. Extensible Markup Language: XML 1.0 (Fifth Edition). Available via <http://www.w3c.org/> {accessed May 21, 2010}.

Cited By

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  • (2015)Cloud based data capture and representation for simulation in small and medium enterprisesProceedings of the 2015 Winter Simulation Conference10.5555/2888619.2888869(2195-2206)Online publication date: 6-Dec-2015
  • (2013)A data model for carbon footprint simulation in consumer goods supply chainsProceedings of the 2013 Winter Simulation Conference: Simulation: Making Decisions in a Complex World10.5555/2675983.2676315(2677-2688)Online publication date: 8-Dec-2013
  • (2012)Framework for ecolabeling using discrete event simulationProceedings of the 2012 Symposium on Emerging Applications of M&S in Industry and Academia Symposium10.5555/2338790.2338799(1-8)Online publication date: 26-Mar-2012
  • Show More Cited By

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      cover image ACM Conferences
      WSC '10: Proceedings of the Winter Simulation Conference
      December 2010
      3519 pages
      ISBN:9781424498642

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      Published: 05 December 2010

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      December 5 - 8, 2010
      Maryland, Baltimore

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      WSC '10 Paper Acceptance Rate 184 of 281 submissions, 65%;
      Overall Acceptance Rate 3,413 of 5,075 submissions, 67%

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      View all
      • (2015)Cloud based data capture and representation for simulation in small and medium enterprisesProceedings of the 2015 Winter Simulation Conference10.5555/2888619.2888869(2195-2206)Online publication date: 6-Dec-2015
      • (2013)A data model for carbon footprint simulation in consumer goods supply chainsProceedings of the 2013 Winter Simulation Conference: Simulation: Making Decisions in a Complex World10.5555/2675983.2676315(2677-2688)Online publication date: 8-Dec-2013
      • (2012)Framework for ecolabeling using discrete event simulationProceedings of the 2012 Symposium on Emerging Applications of M&S in Industry and Academia Symposium10.5555/2338790.2338799(1-8)Online publication date: 26-Mar-2012
      • (2011)Integrating realtime project progress input into a construction simulation modelProceedings of the Winter Simulation Conference10.5555/2431518.2431928(3448-3459)Online publication date: 11-Dec-2011

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